Event Detection on ERE
63.4F1 ScoreAPEX Prompt
Evaluation results
| Method | Links | |
|---|---|---|
| APEX PromptSetting=Supervised ED2022.04 | 63.4 | |
| Seed TriggersSetting=Supervised ED2022.04 | 60.4 | |
| Majority Voting of (a)-(e)Setting=Supervised ED2022.04 | 60.2 | |
| Lu et al., 2021Setting=Supervised ED2022.04 | 59.4 | |
| Event Type StructureSetting=Supervised ED2022.04 | 59.1 | |
| Event Type NameSetting=Supervised ED2022.04 | 58.2 | |
| DefinitionSetting=Supervised ED2022.04 | 57.9 | |
| Continuous Soft PromptSetting=Supervised ED2022.04 | 55.6 | |
| APEX PromptSetting=Few-shot ED2022.04 | 52.6 | |
| Seed TriggersSetting=Few-shot ED2022.04 | 50.4 | |
| APEX PromptSetting=Zero-shot ED2022.04 | 49.9 | |
| Seed TriggersSetting=Zero-shot ED2022.04 | 49.8 | |
| Event Type StructureSetting=Zero-shot ED2022.04 | 48.7 | |
| Event Type StructureSetting=Few-shot ED2022.04 | 48.5 | |
| Majority Voting of (a)-(e)Setting=Zero-shot ED2022.04 | 48.3 | |
| Majority Voting of (a)-(e)Setting=Few-shot ED2022.04 | 47.9 | |
| Event Type NameSetting=Few-shot ED2022.04 | 44.8 | |
| DefinitionSetting=Few-shot ED2022.04 | 44.2 | |
| Continuous Soft PromptSetting=Few-shot ED2022.04 | 41.7 | |
| Zhang et al., 2021bSetting=Zero-shot ED2022.04 | 41.2 | |
| Event Type NameSetting=Zero-shot ED2022.04 | 40.5 | |
| DefinitionSetting=Zero-shot ED2022.04 | 40.4 | |
| Lai et al., 2020bSetting=Few-shot ED2022.04 | 33 |